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Emerging Sounds Through Implicit Cooperation: A Novel Model for Dynamic Music Generation

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Publication date11/2017
Host publicationProceedings of the 13th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE'17)
EditorsBrian Magerko, James Rowe
PublisherAAAI
Pages186-192
Number of pages7
ISBN (Print)9781577357919
Original languageEnglish

Abstract

Normally agents cooperate when they have a joint goal or are able to get a higher payoff by doing so. We present a new perspective, where an agent cooperates with another without an explicit intention. We study this perspective in the context of Art Games, by introducing a novel algorithm where a human agent cooperates with a video game system in generating music in an emergent fashion, without needing awareness that he/she is doing so. We present a theoretical analysis of our system, and preliminary experiments with human subjects.